Model Risk Management Python Packages

raucle-detect

raucle gives every AI agent action a cryptographic receipt: what it did, by whose authority, against which provably-enforced policy. Portable across frameworks and organisations — signed trust registry, agent passports, cross-org handshakes, compliance evidence packs.

mrv-lib

Specification-invariance validation for regime models: representation and resolution invariance (Finance Research Letters, Papers 1 & 2). AGPL-3.0.

raucle

Open-source verifiable agent accountability — cryptographic capability receipts and formal proofs for LLM agent activity

tanml

Automated validation toolkit for tabular ML models in finance and regulated domains.